The graph represents a network of 656 Twitter users whose tweets in the requested range contained "#DigitalLearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 04 July 2022 at 01:17 UTC.
The requested start date was Monday, 04 July 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 1-hour, 31-minute period from Monday, 20 June 2022 at 02:43 UTC to Sunday, 03 July 2022 at 04:14 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 656
Unique Edges : 379
Edges With Duplicates : 1009
Total Edges : 1388
Number of Edge Types : 5
Retweet : 303
MentionsInRetweet : 391
Tweet : 429
Mentions : 257
Replies to : 8
Self-Loops : 434
Reciprocated Vertex Pair Ratio : 0.0598802395209581
Reciprocated Edge Ratio : 0.112994350282486
Connected Components : 250
Single-Vertex Connected Components : 122
Maximum Vertices in a Connected Component : 74
Maximum Edges in a Connected Component : 279
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.78513
Graph Density : 0.00123580338856824
Modularity : 0.425457
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 656 Twitter users whose tweets in the requested range contained "#DigitalLearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 04 July 2022 at 01:17 UTC.
The requested start date was Monday, 04 July 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 1-hour, 31-minute period from Monday, 20 June 2022 at 02:43 UTC to Sunday, 03 July 2022 at 04:14 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #DigitalLearning
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[97] digital,learning [25] #elearning,#education [21] #elearning,#digitallearning [17] #onlinelearning,#learning [17] #digitallearning,#onlinetraining [17] #edtech,#digitallearning [17] learn,more [16] #learn,aspect [16] aspect,#designing [16] #designing,#landingpage Top Word Pairs in Tweet in G1:
[18] digital,learning [16] #learn,aspect [16] aspect,#designing [16] #designing,#landingpage [16] #landingpage,higher [16] #paid,#affiliate [14] #summerchallenge,#procreatequotes [14] #procreatequotes,#digitallearning [14] creating,high [14] high,converting Top Word Pairs in Tweet in G2:
[10] #digitallearning,#onlinetraining [10] #eiuparis,#edtech [9] #elearning,#education [9] #education,#onlinelearning [9] #onlinelearning,#learning [9] #learning,#edtech [9] #edtech,#asiaeuniversity [9] #asiaeuniversity,#school [9] #school,#online [9] #training,#distancelearning Top Word Pairs in Tweet in G3:
[7] #elearning,#education [5] #training,#distancelearning [5] #distancelearning,#digitallearning [4] #education,#onlinelearning [4] #onlinelearning,#learning [4] #sagson,#sagsonportal [4] #onlinelearning,#digitallearning [3] transforming,employee's [3] employee's,training [3] training,learning Top Word Pairs in Tweet in G4:
[10] #cscareers,#digitallearning [10] #digitallearning,#educators [10] #educators,#teachers [9] #elearning,#learninganddevelopment [9] #cseducation,#computerscienceeducation [9] #computerscienceeducation,#cscareers [9] #teachers,#edtech [8] digital,learning [6] #elearning,#digitallearning [6] #elearning,#education Top Word Pairs in Tweet in G5:
[14] future,digital [14] digital,learning [14] learning,nyc [14] nyc,schools [11] wed,june [11] june,22 [11] schools,moderator [11] moderator,tomliamlynch [7] noon,wed [7] 22,future Top Word Pairs in Tweet in G6:
[7] #broadband,advocacy [7] advocacy,aims [7] aims,equip [7] equip,60 [7] 60,youth [7] youth,adults [7] adults,minimum [7] minimum,level [7] level,#digitalskills [7] #digitalskills,2025 Top Word Pairs in Tweet in G7:
[5] top,10 [5] 10,importance [5] importance,digital [5] digital,learning [5] learning,technology [5] technology,#digitaltechnology [5] #digitaltechnology,#digitallearning [5] #digitallearning,#onlinelearning [5] ways,start [5] start,elearning Top Word Pairs in Tweet in G8:
[14] digital,learning [8] noah,co [8] co,founder [8] founder,thekoacademy [8] thekoacademy,kutv_kenya [7] covid,19 [7] 19,wake [7] wake,call [7] call,made [7] made,realize Top Word Pairs in Tweet in G9:
[7] prochain,webinaire [6] prendre,compte [6] compte,enjeux [6] enjeux,cognitifs [6] cognitifs,mieux [6] mieux,former [6] former,gt [6] gt,c'est [6] c'est,thème [6] thème,notre Top Word Pairs in Tweet in G10:
[8] extending,warm [8] warm,invitation [8] invitation,contacts [8] contacts,see [8] see,digital [8] digital,learning [8] learning,falmouth [8] falmouth,fancy [7] amysampsonuk,extending [3] couple,great Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: